master’s thesis defense - cecs · shadi aslebagh master’s thesis defense nov. 28, 2012...
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Shadi Aslebagh
Master’s Thesis Defense
Nov. 28, 2012
University of Central Florida
To develop an oceanic Rain Accumulation (RA) data
product in support of NASA’s Aquarius (AQ) Sea
Surface Salinity (SSS) measurements
◦ This auxiliary science product will enable scientist and
AQ remote sensing engineers to examine the influence of
oceanic rainfall on the retrieval of SSS
Undetected rainfall can produce “false signals” that create
errors in the AQ SSS retrieval
The use of this RA product will provide independent science
data that may enable algorithm developers to mitigate the
effects of rain from the SSS retrieval
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A joint science program by NASA and the Argentine
Space Agency (CONAE)
The main objective of this mission is to provide the
monthly global maps of Sea Surface Salinity (SSS)
SSS
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The prime microwave
remote sensor
Passive Microwave
◦ Dicke radiometer
operating @ 1.41 GHz
Active Microwave
◦ Scatterometer operating
@ 1.26 GHz
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A sun-synchronous polar
orbit satellite
Flies in a terminator orbit:
AQ collects blackbody
emissions from the night
side of ground track
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Three beams
EIA = 28.7o, 37.8o
and 45.6o
IFOV = 79×94, 84×120
and 96×156 Km
SSS Retrieval Algorithm
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SSS Retrieval Algorithm
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Real WorldImpact of Environmental Parameters on SSS
Retrieval
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psu
Rain Rate
Instantaneous Rain Rate – roughness effect
Rain Accumulation – layer of fresh water floating
on sea water
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Instantaneous Rain effect on AQ SSS:
◦ Instantaneous rain (splash effect) will cause increased
roughness that raises the ocean surface brightness
temperature
This decreases the retrieved SSS
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Longer-term rain effect on
AQ SSS:
◦ Layered media effect that can
affect the ocean Tb
This electromagnetic impedance
matching effect can either
increase or decrease ε depending
upon l
Thus the apparent (retrieved)
SSS may increase or decrease
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air
Fresh Water
Sea Water
Transmitted emission
is a measure of the efficiency of
transmission of internal blackbody
radiation across the air/sea interface
black body
emission
internal reflected
emission
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𝑍23 = 𝜂2(𝜂3 cos 𝑘2𝑙 + 𝑗𝜂2sin(𝑘2𝑙)
𝜂2 cos 𝑘2𝑙 + 𝑗𝜂3sin(𝑘2𝑙))
𝜌 =𝑍23 − 𝜂1𝑍23 + 𝜂1
Γ = 𝜌 2
𝑒𝑚𝑖𝑠𝑠𝑖𝑣𝑖𝑡𝑦 = 1 − Γ
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Decre
ase A
QSSS
Incre
ase A
QSSS
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Decre
ase A
QSSS
Incre
ase A
QSSS
Use independent global 3-hr ocean rain rate
measurements (TRMM 3B42 product)
◦ Calculate the accumulated rain rate for each AQ footprint as a
function of time before the AQ observation
Instantaneous rain rate @ observation time (To)
RA: Rain accumulations for To – 3, To – 6, To – 9, . . . To – 24
the output to an "Overlay file“
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AQ Level-2
Produced by NASA/GSFC
Available through PODAAC at NASA JPL
Takes two weeks for files availability ◦ AQ orbit#
◦ AQ cycle#
◦ AQ IFOV center location
◦ AQ observation time
◦ AQ flags
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TRMM 3B42
Accessible through NASA
GES
Takes one month files
availability
◦ Every 3 hours snapshot
◦ Earth gridded 0.25o×0.25o
◦ Covers ±50 Lat. and ±180 Lng.
◦ Merged MW and IR
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RA: is defined as the total amount of rainfall which
accumulates over each 0.25o×0.25o box during the
whole ΔT time prior to the observation time.
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Determine the matrix
elements that fall within
the AQ IFOV
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Perform time interpolation of 3B42 to the AQ
observation time
◦ 3B42 every 3 hours: 00,03, 06, 09, 12, 15, 18 and 21
GMT
◦ Pick the 3B42 file which has the closest time to the AQ
observation time for rain rate at AQ observation time (T0)
◦ Retreat in time and pick 3B42 files for 3, 6, 9, 12, 15, 18
and 21hr prior to T0 for previous rain rates
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Linear time interpolation of 3B42 in 0.25 hr
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Calculate rain accumulation for 3 hour windows
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RA is a new product → no “truth” value available for
validations
To validate interpolation
To Validate the product: Use WindSat EDR rain rate and
collocate with interpolated 3B42 rain rate at AQ
observation time (TBD)
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An algorithm has been developed to estimate the RA
in a 3-hr window over the previous 24-hrs over the
AQ IFOV’s
This RA product is important to AQ science
objectives to improve SSS measurements.
Based upon preliminary comparison of independent
satellite rain measurements from the WindSat
radiometer, we believe that the RA products are good
approximations to the “true rain accumulations” over
the AQ IFOV’s.
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A statistical analysis should be performed to develop
an empirical relationship between the RA and
observed errors in the retrieved SSS.
An electromagnetic model should be established to
calculate the AQ Tb for a lens thickness equal to RA
over the oceans.
Since diffusion of salt into fresh water lens caused by
rain fall over oceans and mechanical mixing restores
the ambient SSS in time, an independent study should
be performed to model this procedure.
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S. Aslebagh, Y. Hejazin, L. Jones, C. May and R. Gonzalez, An Oceanic Rain Flag for Aquarius, Oceans’12, Oct. 2012
Y. Hejazin, S. Aslebagh and L. Jones, Aquarius/SAC-D MicroWave Radiometer Ocean Wind Speed Measurements, Oceans’12, Oct. 2012
S. Aslebagh and L. Jones, TMI-WindSat Double Difference XCAL Tb Bias, XCAL Science Team Meeting, Jul. 2012
A. S. Garcia, S. Aslebagh, S. Biswas, L. Jones, M. Labanda and M. Marta Jacob, SAC-D MWR Brightness Temperature Inter-satellite Radiometric Calibration, Aquarius Science Team Meeting, Apr. 2012
L. Jones, S. Bilanow, S. Farrar, S. Aslebagh, The Effect of TMI 1B11 V7 Solar Beta/Time Varying Bias Correction on 2A12 Rain Rate, XCAL Science Team Meeting, Nov. 2011
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Questions?